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A Global to Local Double Embedding Method for Multi-person Pose Estimation
Multi-person pose estimation is a fundamental and challenging problem to...
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Randomized weakly admissible meshes
A weakly admissible mesh (WAM) on a continuum real-valued domain is a se...
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Infections Forecasting and Intervention Effect Evaluation for COVID-19 via a Data-Driven Markov Process and Heterogeneous Simulation
The Coronavirus Disease 2019 (COVID-19) pandemic has caused tremendous a...
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Open Set Domain Adaptation by Extreme Value Theory
Common domain adaptation techniques assume that the source domain and th...
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Concept Drift and Covariate Shift Detection Ensemble with Lagged Labels
In model serving, having one fixed model during the entire often life-lo...
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Micromobility Trip Origin and Destination Inference Using General Bikeshare Feed Specification (GBFS) Data
Emerging micromobility services (e.g., e-scooters) have a great potentia...
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Consistency of archetypal analysis
Archetypal analysis is an unsupervised learning method that uses a conve...
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Analysis of The Ratio of ℓ_1 and ℓ_2 Norms in Compressed Sensing
We first propose a novel criterion that guarantees that an s-sparse sign...
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A General Pairwise Comparison Model for Extremely Sparse Networks
Statistical inference using pairwise comparison data has been an effecti...
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Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation
We study the problem of visual question answering (VQA) in images by exp...
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Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data
Ontology learning is a critical task in industry, dealing with identifyi...
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k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks
k-Nearest Neighbors is one of the most fundamental but effective classif...
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Low Rank Variation Dictionary and Inverse Projection Group Sparse Representation Model for Breast Tumor Classification
Sparse representation classification achieves good results by addressing...
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Cooperative Transmission for Physical Layer Security by Exploring Social Awareness
Social awareness and social ties are becoming increasingly fashionable w...
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